This repository has been archived by the owner on Dec 16, 2022. It is now read-only.
fix bug with SlantedTriangular LR scheduler #4443
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There is a bug related to gradual unfreezing with the Slanted Triangular Learning Rate schedule. During the first epoch, only the top layer is trained (as expected) but, during the 2nd epoch, the top 3 layers are trained when it should just be the top 2:
This also causes training to crash on the last "freezing" epoch: